If you've ever seen an episode of the History channel reality show "American Pickers," you know the antique-salvaging hosts are crazy for vintage advertising signs. And with good reason.

Bright, vibrant, and eye-catching, neon signs have been a staple of business advertising for decades. These glowing creations ...